Probabilistic Models for Learning

Text, emails, social media content, links and other so-called semi-structured data is a significant part of commercial data. An example application is to recommend items for purchase based on your purchase history, your profile, item descriptions, etc. We develop probabilistic models for both prediction and summarisation of semi-structured data.